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A survey on multi-objective, model-based, oil and gas field development optimization: Current status and future directions
Auref Rostamian, Matheus Bernardelli de Moraes, Denis José Schiozer and Guilherme Palermo Coelho Petroleum Science 22(1) 508 (2025) https://doi.org/10.1016/j.petsci.2024.09.018
Automatic selection of sites for drilling candidate injection wells
Aidana A. Beken, Aktan Ye. Ibrayev, Zhassulan T. Zhetruov, Azamat S. Yelemessov and Assel T. Zholdybayeva Kazakhstan journal for oil & gas industry 6(1) 74 (2024) https://doi.org/10.54859/kjogi108677
A method for developing and calibrating optimization techniques for oil production management strategy applications
Uncertainty Quantification in CO2 Trapping Mechanisms: A Case Study of PUNQ-S3 Reservoir Model Using Representative Geological Realizations and Unsupervised Machine Learning
Effect of production system uncertainties on production forecast, energy demand, and carbon emissions
J. C. V. Hohendorff Filho, I. R. S. Victorino, A. Bigdeli, M. S. Castro and D. J. Schiozer Journal of the Brazilian Society of Mechanical Sciences and Engineering 46(3) (2024) https://doi.org/10.1007/s40430-024-04688-2
An Overview of Recent Developments and Understandings of Unconventionals in the Vaca Muerta Formation, Argentina
Xinqian Lu, Siyuan Li, Ruijing Han, Bao Jia, Chenggang Xian, Fei Ding, Yu Zhang, Shibo Zhong, Qi Xu and Xuan Zuo Applied Sciences 14(4) 1366 (2024) https://doi.org/10.3390/app14041366
A benchmark generator for scenario-based discrete optimization
Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization
Reza Yousefzadeh, Alireza Kazemi, Mohammad Ahmadi and Jebraeel Gholinezhad SpringerBriefs in Petroleum Geoscience & Engineering, Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization 43 (2023) https://doi.org/10.1007/978-3-031-28079-5_3
Nodal and least-cost analysis on the optimization of natural gas production system constraints to extend the plateau rate of a conceptual gas field
Elia Wilinasi Sikanyika, Zhengbin Wu, Husham Ali Elbaloula, Maurice Oscar Afiakinye, Armel Prosley Mabiala and Shu Jiang Geoenergy Science and Engineering 226 211723 (2023) https://doi.org/10.1016/j.geoen.2023.211723
A new procedure for well productivity and injectivity calibration to improve short-term production forecast
Water alternative gas (WAG) optimization for a heterogeneous Brazilian pre-salt carbonate reservoir
Husham A Ali Elbaloula, Gonçalo Soares de Oliveira and Denis J Schiozer Journal of Geophysics and Engineering 20(5) 978 (2023) https://doi.org/10.1093/jge/gxad053
Optimization of design variables and control rules in field development under uncertainty: A case of intelligent wells and CO2 water alternating gas injection
Abouzar Mirzaei-Paiaman, Susana M.G. Santos and Denis J. Schiozer Geoenergy Science and Engineering 227 211854 (2023) https://doi.org/10.1016/j.geoen.2023.211854
Vitor Hugo de Sousa Ferreira, Manuel Castro, Renato Moura, Rafael de Oliveira Werneck, Marcelo Ferreira Zampieri, Maiara Moreira Gonçalves, Oscar Linares, Soroor Salavati, Leopoldo Andre Dutra Lusquino Filho, Pedro Ribeiro Mendes Júnior, Alexandre Mello Ferreira, Alessandra Davolio, Denis Jose Schiozer and Anderson Rocha (2023) https://doi.org/10.4043/32167-MS
Josias Pereira de Oliveira, Susana Margarida da Graça Santos, Antônio Alberto Souza dos Santos and Denis José Schiozer (2023) https://doi.org/10.2118/214421-MS
UNCERTAINTY QUANTIFICATION OF WATERFLOODING IN OIL RESERVOIRS COMPUTATIONAL SIMULATIONS USING A PROBABILISTIC LEARNING APPROACH
Effect of molecular weight on the properties of water-soluble terpolymers for heavy oil viscosity reduction
Ning Li, Hao Ma, Tongyu Wang, Caixia Sun and Shuqian Xia Journal of the Taiwan Institute of Chemical Engineers 144 104738 (2023) https://doi.org/10.1016/j.jtice.2023.104738
Evaluating the impact of 4D seismic data artefacts in data assimilation
Model‐based multi‐objective particle swarm production optimization for efficient injection/production planning to improve reservoir recovery
Mohammad M. M. Farahi, Mohammad Ahmadi and Bahram Dabir The Canadian Journal of Chemical Engineering 100(3) 503 (2022) https://doi.org/10.1002/cjce.24158
Selection of a Dimensionality Reduction Method: An Application to Deal with High-Dimensional Geostatistical Realizations in Oil Reservoirs
Luciana Maria Da Silva, Leandro Mendes Ferreira, Guilherme Daniel Avansi, Denis José Schiozer and Solange Nice Alves-Souza SPE Reservoir Evaluation & Engineering 1 (2022) https://doi.org/10.2118/212299-PA
Impact of model and data resolutions in 4D seismic data assimilation applied to an offshore reservoir in Brazil
Methodology to optimize the WAG-CO2 injection strategy and injection well ICV control rules in light-oil carbonate reservoirs with pre-salt features
Denis José Schiozer, Guilherme Nunes Lopes, Susana Margarida da Graça Santos and Randerson Araújo De Lemos Rio Oil and Gas Expo and Conference 22(2022) 33 (2022) https://doi.org/10.48072/2525-7579.rog.2022.033
Fast diagnosis of reservoir simulation models based on 4D seismic similarity indicators
Juliana Maia Carvalho dos Santos, Daiane Rossi Rosa, Denis José Schiozer and Alessandra Davolio Journal of Petroleum Science and Engineering 210 110083 (2022) https://doi.org/10.1016/j.petrol.2021.110083
Data assimilation for uncertainty reduction using different fidelity numerical models
Célio Maschio, Guilherme Daniel Avansi, Felipe Bruno Mesquita da Silva and Denis José Schiozer Journal of Petroleum Science and Engineering 209 109851 (2022) https://doi.org/10.1016/j.petrol.2021.109851
Methods for early-phase planning of offshore fields considering environmental performance
Methodology for data assimilation in reservoir and production system to improve short- and medium-term forecast
Célio Maschio, João Carlos von Hohendorff Filho and Denis José Schiozer Journal of Petroleum Science and Engineering 207 109083 (2021) https://doi.org/10.1016/j.petrol.2021.109083
Information, robustness, and flexibility to manage uncertainties in petroleum field development
Cyber-Physical Systems: Design and Application for Industry 4.0
Artur Sagdatullin and Gennady Degtyarev Studies in Systems, Decision and Control, Cyber-Physical Systems: Design and Application for Industry 4.0 342 145 (2021) https://doi.org/10.1007/978-3-030-66081-9_11
Application of polymer flooding in the revitalization of a mature heavy oil field
Sector modeling using iterative boundary pressure estimation
C. E. A. G. Barreto, G. D. Avansi and D. J. Schiozer Journal of the Brazilian Society of Mechanical Sciences and Engineering 43(1) (2021) https://doi.org/10.1007/s40430-020-02738-z
A review on closed-loop field development and management
Optimized Random Vector Functional Link network to predict oil production from Tahe oil field in China
Ahmed Alalimi, Lin Pan, Mohammed A.A. Al-qaness, et al. Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles 76 3 (2021) https://doi.org/10.2516/ogst/2020081
Model-based production optimization under geological and economic uncertainties using multi-objective particle swarm method
Mohammad Mahdi Moshir Farahi, Mohammad Ahmadi and Bahram Dabir Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles 76 60 (2021) https://doi.org/10.2516/ogst/2021039
Daniel Rodrigues Santos, André Ricardo Fioravanti, Antonio Alberto Souza Santos and Denis José Schiozer (2021) https://doi.org/10.2118/205207-MS
Stepwise uncertainty reduction in time-lapse seismic interpretation using multi-attribute analysis
Masoud Maleki, Shahram Danaei, Felipe Bruno Mesquita da Silva, Alessandra Davolio and Denis José Schiozer Petroleum Geoscience 27(3) (2021) https://doi.org/10.1144/petgeo2020-087
Scenario reduction methodologies under uncertainties for reservoir development purposes: distance-based clustering and metaheuristic algorithm
Seyed Kourosh Mahjour, Antonio Alberto Souza Santos, Manuel Gomes Correia and Denis José Schiozer Journal of Petroleum Exploration and Production Technology 11(7) 3079 (2021) https://doi.org/10.1007/s13202-021-01210-5
Relationship between well pattern density and variation function of stochastic modelling and database establishment
Jinkai Wang, Kai Zhao, Zhaoxun Yan, Yuxiang Fu and Jun Xie Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles 75 84 (2020) https://doi.org/10.2516/ogst/2020077
Using an Integrated Multidimensional Scaling and Clustering Method to Reduce the Number of Scenarios Based on Flow-Unit Models Under Geological Uncertainties
Denis José Schiozer, Antonio Alberto de Souza dos Santos, Manuel Gomes Correia and Seyed Kourosh Mahjour Journal of Energy Resources Technology 142(6) (2020) https://doi.org/10.1115/1.4045736
Developing a workflow to select representative reservoir models combining distance-based clustering and data assimilation for decision making process
Seyed Kourosh Mahjour, Antonio Alberto Souza Santos, Manuel Gomes Correia and Denis José Schiozer Journal of Petroleum Science and Engineering 190 107078 (2020) https://doi.org/10.1016/j.petrol.2020.107078
Practical workflow to improve numerical performance in time-consuming reservoir simulation models using submodels and shorter period of time
Using data analytics to quantify the impact of production test uncertainty on oil flow rate forecast
Danielle D. Monteiro, Maria Machado Duque, Gabriela S. Chaves, Virgílio M. Ferreira Filho and Juliana S. Baioco Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles 75 7 (2020) https://doi.org/10.2516/ogst/2019065
Enterprise Information Systems
Eliane Zambon Victorelli, Julio Cesar Dos Reis, Antonio Alberto Souza Santos and Denis José Schiozer Lecture Notes in Business Information Processing, Enterprise Information Systems 378 334 (2020) https://doi.org/10.1007/978-3-030-40783-4_16
Improving representativeness in a scenario reduction process to aid decision making in petroleum fields
Reducing uncertainties of reservoir properties in an automatized process coupled with geological modeling considering scalar and spatial uncertain attributes
A continuous learning algorithm for history matching
Cristina C.B. Cavalcante, Célio Maschio, Antonio Alberto S. Santos, Denis Schiozer and Anderson Rocha Engineering Applications of Artificial Intelligence 85 543 (2019) https://doi.org/10.1016/j.engappai.2019.07.012